Pancreatic cancer pathology image segmentation with channel and spatial long-range dependencies
ZM Chen, Y Liao, X Zhou, W Yu, G Zhang, Y Ge… - Computers in Biology …, 2024 - Elsevier
Based on deep learning, pancreatic cancer pathology image segmentation technology
effectively assists pathologists in achieving improved treatment outcomes. However …
effectively assists pathologists in achieving improved treatment outcomes. However …
Exploring core genes by comparative transcriptomics analysis for early diagnosis, prognosis, and therapies of colorectal cancer
Simple Summary Colorectal cancer (CRC) is a complex disease that has a high mortality
rate. This study explored CRC-related core genes (CGs) from multiple microarray gene …
rate. This study explored CRC-related core genes (CGs) from multiple microarray gene …
An integrated ensemble learning technique for gene expression classification and biomarker identification from RNA-seq data for pancreatic cancer prognosis
G JagadeeswaraRao, A Sivaprasad - International Journal of Information …, 2024 - Springer
Abstract Machine learning (ML) models are used in the interdisciplinary field of bio-ML to
solve biological challenges. The diagnosis and treatment of cancer can benefit from the …
solve biological challenges. The diagnosis and treatment of cancer can benefit from the …
A Deep Auto-Optimized Collaborative Learning (DACL) model for disease prognosis using AI-IoMT systems
M Nandagopal, K Seerangan, T Govindaraju, NE Abi… - Scientific Reports, 2024 - nature.com
In modern healthcare, integrating Artificial Intelligence (AI) and Internet of Medical Things
(IoMT) is highly beneficial and has made it possible to effectively control disease using …
(IoMT) is highly beneficial and has made it possible to effectively control disease using …
An integrated study to decipher immunosuppressive cellular communication in the PDAC environment
Pancreatic ductal adenocarcinoma (PDAC) is one the most aggressive cancers and
characterized by a highly rigid and immunosuppressive tumor microenvironment (TME). The …
characterized by a highly rigid and immunosuppressive tumor microenvironment (TME). The …
Identifying Effective Biomarkers for Accurate Pancreatic Cancer Prognosis Using Statistical Machine Learning
R Abu-Khudir, N Hafsa, BE Badr - Diagnostics, 2023 - mdpi.com
Pancreatic cancer (PC) has one of the lowest survival rates among all major types of cancer.
Consequently, it is one of the leading causes of mortality worldwide. Serum biomarkers …
Consequently, it is one of the leading causes of mortality worldwide. Serum biomarkers …
miRNA signatures underlie chemoresistance in the gemcitabine-resistant pancreatic ductal adenocarcinoma cell line MIA PaCa-2 GR
Introduction: Chemotherapy resistance remains a significant challenge in the treatment of
pancreatic adenocarcinoma (PDAC), particularly in relation to gemcitabine (Gem), a …
pancreatic adenocarcinoma (PDAC), particularly in relation to gemcitabine (Gem), a …
Robust Identification of Differential Gene Expression Patterns from Multiple Transcriptomics Datasets for Early Diagnosis, Prognosis, and Therapies for Breast Cancer
Background and Objectives: Breast cancer (BC) is one of the major causes of cancer-related
death in women globally. Proper identification of BC-causing hub genes (HubGs) for …
death in women globally. Proper identification of BC-causing hub genes (HubGs) for …
Unveiling Circulating Targets in Pancreatic Cancer: Insights from Proteogenomic Evidence and Clinical Cohorts
H Feng, Z Chen, J Li, J Feng, F Yang, F Meng, H Yin… - medRxiv, 2024 - medrxiv.org
Pancreatic cancer (PC), lacking biomarkers and effective therapeutics, remains highly lethal.
Data regarding the correlations of PC risk and the individual plasma proteome known for …
Data regarding the correlations of PC risk and the individual plasma proteome known for …
[PDF][PDF] Role of bioinformatics in cancer diagnosis, prognosis and therapies
MS Reza, MA Siddika, K Rahman, J Adhikary - IJBTCM, 2023 - ijbtcm.com
According to the World Health Organization, cancer is projected to be among the main
causes of death worldwide in 2020, accounting for roughly 10 million fatalities. Globally …
causes of death worldwide in 2020, accounting for roughly 10 million fatalities. Globally …